pH needs to be removed because it not correlated to the target variable and is highly correlated to the

Categorical plots

We cannot use swarmplot in this dataset because all the variables are continuous and only the quality variable is discrete

Additional Plots that is not done in class

Automated EDA

  1. SweetViz
  1. AutoViz